#charts, #python, #finance
Dec 31, 2023
How I managed my expenses with Python and Splitwise
After a recent move to Switzerland, I felt the necessity to track all my expenses. Here I explain how I did and how I managed to get the best from Splitwise and Python.
#nlp, #python, #artificial-intelligence
Jul 11, 2022
The importance of Semantics - Text Chunks of better quality
I have used several text chunkers based on token counting, but no one satisfied me... therefore I built my own one. Discover how I managed to have better quality text chunks!
#nlp, #python, #artificial-intelligence
Apr 28, 2022
Experiment - Fake News Detection in browser
We tried to implement a Fake News Detection system that uses neural networks and NLP techniques to check if news are fake. The challenge was doing it in browser, using the onnx.js library.
#computer-vision, #python
Jul 27, 2022
A Computer Vision based Bed Fall Detection algorithm
I designed a Home Video surveillance system and a CV based Bed Fall Detection feature. I used a Raspberry Pi 3 as a computation and orchestration module.
#android, #python, #devops
Feb 16, 2022
Making an app with Kivy
We tried to make an Android app with Kivy and we describe our experience, highlighting the strengths and weaknesses of the framework.
#deep-learning, #computer-vision
Jan 11, 2022
Improving Skeletonization through GANs
An innovative method for skeletonization concerns the use of Generative Adversarial Networks (GANs), to overcome the limitations of traditional approaches.
#computer-vision, #mlops
Dec 27, 2021
A complete ML Pipeline study case: Face and Emotion Recognition
A journey through the phases of data exploration and training of a CNN model from scratch. A particular focus on optimization for production with Optuna and ONNX is carried out.
#mlops
Apr 9, 2021
Mitigate risk and enhance productivity with MLOps
MLOps is important to mitigate operational risks by using DevOps principles. MLFlow is a open-source platform for building MLOps pipelines also in the cloud.